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Author

S. Otstavnov

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Jul 2026

Predicting the Risks of Using a Medical Device Through Machine Analysis of its Operational Documentation

The study designed a dedicated database architecture and curated open data sources on registered medical devices and related incidents, ensuring their effective parsing and preprocessing, and confirmed the hypothesis that specific features in medical device documentation are indicative of elevated risks to safety, qual...

D. Roshchin, S. Otstavnov · 0 citations

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